GPT-5.4

OpenAIKey gpt-5.4Also reported as oca/gpt-5.4, cx/gpt-5.4, openai/gpt-5.4, router_client:unknown/gpt-5.4, codex/gpt-5.4, zyloo/gpt-5.4, zhen/gpt-5.4, gh/gpt-5.4, cp/gpt-5.4, aiden/gpt-5.4, router_client:codex/gpt-5.4, chatgpt/gpt-5.4, [e渠道][15额度/次]gpt-5.4, openai-codex/gpt-5.4, anthropic/codex/gpt-5.4

Rank
#4
by active users
Active users
1,528
All time
Adoption
62%
of 2,457 accounts
Tokens
6.8T
cache included
Est. cost
$3.7M
at public list prices
First seen
Dec 31, 2024
in any submission

Oct 10, 2024 – Nov 12, 2026 (UTC)2,457 accounts100% of tokens from an identified modelData through Nov 12, 2026, 08:00 UTCHow we count

Daily active users

Distinct accounts that used this model on each UTC day.

0 active users on Nov 12, 2026

Daily active users for GPT-5.4, Oct 10, 2024 to Nov 12, 2026. Peak 673. Use the left and right arrow keys to read each day.8004000
Show daily values
Daily active users and tokens for GPT-5.4
Date (UTC)Active usersTokens
Oct 10, 202400
Oct 11, 202400
Oct 12, 202400
Oct 13, 202400
Oct 14, 202400
Oct 15, 202400
Oct 16, 202400
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Oct 28, 202400
Oct 29, 202400
Oct 30, 202400
Oct 31, 202400
Nov 1, 202400
Nov 2, 202400
Nov 3, 202400
Nov 4, 202400
Nov 5, 202400
Nov 6, 202400
Nov 7, 202400
Nov 8, 202400
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Nov 10, 202400
Nov 11, 202400
Nov 12, 202400
Nov 13, 202400
Nov 14, 202400
Nov 15, 202400
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Nov 17, 202400
Nov 18, 202400
Nov 19, 202400
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Nov 21, 202400
Nov 22, 202400
Nov 23, 202400
Nov 24, 202400
Nov 25, 202400
Nov 26, 202400
Nov 27, 202400
Nov 28, 202400
Nov 29, 202400
Nov 30, 202400
Dec 1, 202400
Dec 2, 202400
Dec 3, 202400
Dec 4, 202400
Dec 5, 202400
Dec 6, 202400
Dec 7, 202400
Dec 8, 202400
Dec 9, 202400
Dec 10, 202400
Dec 11, 202400
Dec 12, 202400
Dec 13, 202400
Dec 14, 202400
Dec 15, 202400
Dec 16, 202400
Dec 17, 202400
Dec 18, 202400
Dec 19, 202400
Dec 20, 202400
Dec 21, 202400
Dec 22, 202400
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Dec 24, 202400
Dec 25, 202400
Dec 26, 202400
Dec 27, 202400
Dec 28, 202400
Dec 29, 202400
Dec 30, 202400
Dec 31, 2024167.2M
Jan 1, 20251247.6M
Jan 2, 20251221.4M
Jan 3, 20251217.1M
Jan 4, 20251224M
Jan 5, 20251250.4M
Jan 6, 20251235.3M
Jan 7, 20251246.4M
Jan 8, 20251190.3M
Jan 9, 20251228.4M
Jan 10, 20251234.4M
Jan 11, 20251257.9M
Jan 12, 20251232.2M
Jan 13, 20251219.3M
Jan 14, 20251221.6M
Jan 15, 20251254.8M
Jan 16, 20251238.5M
Jan 17, 20251226.1M
Jan 18, 20251266.5M
Jan 19, 20251229.6M
Jan 20, 20251262.6M
Jan 21, 20251213.5M
Jan 22, 20251202.2M
Jan 23, 20251296.9M
Jan 24, 20251247.8M
Jan 25, 20251214.8M
Jan 26, 20251240M
Jan 27, 20251226M
Jan 28, 20251214.1M
Jan 29, 20251247.9M
Jan 30, 20251222.4M
Jan 31, 20251229.2M
Feb 1, 20251237.2M
Feb 2, 20251209M
Feb 3, 20251202.1M
Feb 4, 20251181.8M
Feb 5, 20251235.5M
Feb 6, 20251242.5M
Feb 7, 20251233.3M
Feb 8, 20251216.3M
Feb 9, 20251222.7M
Feb 10, 20251225.4M
Feb 11, 20251230.8M
Feb 12, 20251216.2M
Feb 13, 20251238.9M
Feb 14, 20251267M
Feb 15, 20251219.2M
Feb 16, 20251198.1M
Feb 17, 20251197.5M
Feb 18, 20251197.4M
Feb 19, 20251221M
Feb 20, 20251191.5M
Feb 21, 20251197.6M
Feb 22, 20251189.8M
Feb 23, 20251268.8M
Feb 24, 20251196.3M
Feb 25, 20251218.5M
Feb 26, 20251226.3M
Feb 27, 20251220.3M
Feb 28, 20251191.6M
Mar 1, 20251243.4M
Mar 2, 20251219.3M
Mar 3, 20251223.5M
Mar 4, 20251193M
Mar 5, 20251223.2M
Mar 6, 20251264.1M
Mar 7, 20251209.5M
Mar 8, 20251200.1M
Mar 9, 20251256.6M
Mar 10, 20251199.1M
Mar 11, 20251231.8M
Mar 12, 20251243.3M
Mar 13, 20251214M
Mar 14, 20251240.5M
Mar 15, 20251223.7M
Mar 16, 20251241.2M
Mar 17, 20251216.9M
Mar 18, 20251228.6M
Mar 19, 20251256.6M
Mar 20, 20251212.9M
Mar 21, 20251208.2M
Mar 22, 20251212M
Mar 23, 20251212.4M
Mar 24, 20251255.3M
Mar 25, 20251226M
Mar 26, 20251250.8M
Mar 27, 20251224.8M
Mar 28, 20251207.5M
Mar 29, 20251217.5M
Mar 30, 20251244.2M
Mar 31, 20251231.7M
Apr 1, 20251240M
Apr 2, 20251209.2M
Apr 3, 20251202.2M
Apr 4, 20251210.1M
Apr 5, 20251212.5M
Apr 6, 20251277M
Apr 7, 20251238.2M
Apr 8, 20251212.1M
Apr 9, 20251219.4M
Apr 10, 20251221.6M
Apr 11, 20251224.4M
Apr 12, 20251206.7M
Apr 13, 20251210M
Apr 14, 20251219.7M
Apr 15, 20251205M
Apr 16, 20251194.2M
Apr 17, 20251235.9M
Apr 18, 20251199M
Apr 19, 20251198.2M
Apr 20, 20251223.7M
Apr 21, 20251240.6M
Apr 22, 20251236.1M
Apr 23, 20251223.4M
Apr 24, 20251204.2M
Apr 25, 20251228.7M
Apr 26, 20251222.3M
Apr 27, 20251225.1M
Apr 28, 20251245.4M
Apr 29, 20251211.4M
Apr 30, 20251223M
May 1, 20251241.8M
May 2, 20251234.8M
May 3, 20251255.9M
May 4, 20251212.9M
May 5, 20251207.2M
May 6, 20251185M
May 7, 20251239.1M
May 8, 20251194.2M
May 9, 20251212M
May 10, 20251222.5M
May 11, 20251208.7M
May 12, 20251204.5M
May 13, 20251231.9M
May 14, 20251210.6M
May 15, 20251211.9M
May 16, 20251215.7M
May 17, 20251202M
May 18, 20251245.4M
May 19, 20251235.5M
May 20, 20251221.9M
May 21, 20251232M
May 22, 20251204.7M
May 23, 20251220M
May 24, 20251228.9M
May 25, 20251218.7M
May 26, 20251204.3M
May 27, 20251210.8M
May 28, 20251215.5M
May 29, 20251211.8M
May 30, 20251217.6M
May 31, 20251231M
Jun 1, 20251216.4M
Jun 2, 20251215.7M
Jun 3, 20251230.3M
Jun 4, 20251212.2M
Jun 5, 20251205.3M
Jun 6, 20251232.1M
Jun 7, 20251200.3M
Jun 8, 20251217.3M
Jun 9, 20251259.2M
Jun 10, 20251205M
Jun 11, 20251229.8M
Jun 12, 20251234.2M
Jun 13, 20251220M
Jun 14, 20251205.1M
Jun 15, 20251243.1M
Jun 16, 20251259.1M
Jun 17, 20251218.4M
Jun 18, 20251189.1M
Jun 19, 20251212.6M
Jun 20, 20251274M
Jun 21, 20251207.1M
Jun 22, 20251179.1M
Jun 23, 20251217.7M
Jun 24, 20251217.6M
Jun 25, 20251205.8M
Jun 26, 20251243.8M
Jun 27, 20251244.7M
Jun 28, 20251226.4M
Jun 29, 20251231.7M
Jun 30, 20251246.3M
Jul 1, 20251259.1M
Jul 2, 20251255.9M
Jul 3, 20251218.2M
Jul 4, 20251177.6M
Jul 5, 20251205.3M
Jul 6, 20251222M
Jul 7, 20251251.8M
Jul 8, 20251224.8M
Jul 9, 20251198.2M
Jul 10, 20251207.1M
Jul 11, 20251196.5M
Jul 12, 20251236.8M
Jul 13, 20251239.1M
Jul 14, 20251206.6M
Jul 15, 20251253.2M
Jul 16, 20251228M
Jul 17, 20251270.9M
Jul 18, 20251261.8M
Jul 19, 20251205.7M
Jul 20, 20251244.1M
Jul 21, 20251262M
Jul 22, 20251239.1M
Jul 23, 20251260.6M
Jul 24, 20251260.8M
Jul 25, 20251226.6M
Jul 26, 20251187.1M
Jul 27, 20251232.8M
Jul 28, 20251254.6M
Jul 29, 20251210.6M
Jul 30, 20251244.3M
Jul 31, 20251267.1M
Aug 1, 20251207.8M
Aug 2, 20251215.4M
Aug 3, 20251241.3M
Aug 4, 20251228.9M
Aug 5, 20251241.8M
Aug 6, 20251225.4M
Aug 7, 20251246.6M
Aug 8, 20251212.9M
Aug 9, 20251184.1M
Aug 10, 20251217.6M
Aug 11, 20251226M
Aug 12, 20251192.8M
Aug 13, 20251194.2M
Aug 14, 20251208.5M
Aug 15, 20251246.7M
Aug 16, 20251235.4M
Aug 17, 20251194.7M
Aug 18, 20251212.9M
Aug 19, 20251242.6M
Aug 20, 20251220M
Aug 21, 20251230.4M
Aug 22, 20251221.1M
Aug 23, 20251240.3M
Aug 24, 20251226.5M
Aug 25, 20251211.9M
Aug 26, 20251231M
Aug 27, 20251266.6M
Aug 28, 20251226.1M
Aug 29, 20251224M
Aug 30, 20251207.4M
Aug 31, 20251214.5M
Sep 1, 20251202.5M
Sep 2, 20251248.4M
Sep 3, 20251212.1M
Sep 4, 20251206.5M
Sep 5, 20251256.3M
Sep 6, 20251208.4M
Sep 7, 20251233M
Sep 8, 20251244.5M
Sep 9, 20251223.8M
Sep 10, 20251205.1M
Sep 11, 20251218M
Sep 12, 20251208.2M
Sep 13, 20251240.7M
Sep 14, 20251259.6M
Sep 15, 20251248.2M
Sep 16, 20251229.3M
Sep 17, 20251235.7M
Sep 18, 20251212M
Sep 19, 20251210M
Sep 20, 20251223.7M
Sep 21, 20251213.5M
Sep 22, 20251208.6M
Sep 23, 20251238.9M
Sep 24, 20251199.5M
Sep 25, 20251209M
Sep 26, 20251215.1M
Sep 27, 20251222.1M
Sep 28, 20251206.8M
Sep 29, 20251234.1M
Sep 30, 20251207.1M
Oct 1, 20251210.9M
Oct 2, 20251211.4M
Oct 3, 20251229.5M
Oct 4, 20251211.6M
Oct 5, 20251239.9M
Oct 6, 20251228.6M
Oct 7, 20251206.6M
Oct 8, 20251239.4M
Oct 9, 20251238.4M
Oct 10, 20251196M
Oct 11, 20251214.5M
Oct 12, 20251185.3M
Oct 13, 20251263.9M
Oct 14, 20251246M
Oct 15, 20251232.2M
Oct 16, 20251261.7M
Oct 17, 20251251.5M
Oct 18, 20251239.9M
Oct 19, 20251239.6M
Oct 20, 20251209.9M
Oct 21, 20251237.7M
Oct 22, 20251221.3M
Oct 23, 20251223M
Oct 24, 20251235.2M
Oct 25, 20251224.4M
Oct 26, 20251200.3M
Oct 27, 20251229M
Oct 28, 20251219.3M
Oct 29, 20251190.7M
Oct 30, 20251235.6M
Oct 31, 20251213.1M
Nov 1, 20251257.1M
Nov 2, 20251222.3M
Nov 3, 20251223.4M
Nov 4, 20251206.9M
Nov 5, 20251241.2M
Nov 6, 20251264.9M
Nov 7, 20251227.2M
Nov 8, 20251230.5M
Nov 9, 20251259.7M
Nov 10, 20251191.3M
Nov 11, 20251246.7M
Nov 12, 20251258.9M
Nov 13, 20251257.2M
Nov 14, 20251196.4M
Nov 15, 20251236.7M
Nov 16, 20251209.8M
Nov 17, 20251227.7M
Nov 18, 20251244.1M
Nov 19, 20251245M
Nov 20, 20251232.3M
Nov 21, 20251252M
Nov 22, 20251197.6M
Nov 23, 20251244.3M
Nov 24, 20251230.4M
Nov 25, 20251207.3M
Nov 26, 20251236.7M
Nov 27, 20251253.4M
Nov 28, 20251232.9M
Nov 29, 20251190.2M
Nov 30, 20251207.8M
Dec 1, 20251237.9M
Dec 2, 20251240.7M
Dec 3, 20251222.1M
Dec 4, 20251207.4M
Dec 5, 20251240.7M
Dec 6, 20251199.3M
Dec 7, 20251188.7M
Dec 8, 20251189M
Dec 9, 20251204.4M
Dec 10, 20251225.8M
Dec 11, 20251248.4M
Dec 12, 20251229.4M
Dec 13, 20251211.8M
Dec 14, 20251214.6M
Dec 15, 20251253.4M
Dec 16, 20251198.7M
Dec 17, 20251202M
Dec 18, 20251219M
Dec 19, 20251205.8M
Dec 20, 20251202.3M
Dec 21, 20251200.2M
Dec 22, 20251208.3M
Dec 23, 20251216.5M
Dec 24, 20251242.6M
Dec 25, 20251215.4M
Dec 26, 20251207.6M
Dec 27, 20251208.9M
Dec 28, 20251205.7M
Dec 29, 20251231.2M
Dec 30, 20251218.7M
Dec 31, 20252223.7M
Jan 1, 20262274.8M
Jan 2, 20262302.2M
Jan 3, 20262505.1M
Jan 4, 20262375.8M
Jan 5, 20262296.2M
Jan 6, 20262321.2M
Jan 7, 20262302.6M
Jan 8, 20262258.7M
Jan 9, 20262310.1M
Jan 10, 20262464.4M
Jan 11, 20262417M
Jan 12, 20262329.3M
Jan 13, 20262327.7M
Jan 14, 20262288M
Jan 15, 20262288.3M
Jan 16, 20262332.4M
Jan 17, 20262404.9M
Jan 18, 20262437.5M
Jan 19, 20262312.8M
Jan 20, 20262282.7M
Jan 21, 20262276.9M
Jan 22, 20262306.1M
Jan 23, 20262278.6M
Jan 24, 20263460.2M
Jan 25, 202631.5B
Jan 26, 20263807.1M
Jan 27, 20263478M
Jan 28, 20263547M
Jan 29, 20263907.5M
Jan 30, 20263569.6M
Jan 31, 202631.2B
Feb 1, 20264984.5M
Feb 2, 20264844.4M
Feb 3, 20264878.4M
Feb 4, 202641.7B
Feb 5, 202641.3B
Feb 6, 202641.6B
Feb 7, 202652.5B
Feb 8, 202653.1B
Feb 9, 202653.2B
Feb 10, 202663.7B
Feb 11, 202653.2B
Feb 12, 202654.4B
Feb 13, 202653.1B
Feb 14, 202652.3B
Feb 15, 202652.9B
Feb 16, 202652.4B
Feb 17, 202652.6B
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Feb 19, 202654B
Feb 20, 202653.3B
Feb 21, 202653.2B
Feb 22, 202653.2B
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Feb 24, 202652.1B
Feb 25, 202653.2B
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Feb 27, 202652.2B
Feb 28, 202653.2B
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Mar 2, 202653.1B
Mar 3, 202652.8B
Mar 4, 202652.9B
Mar 5, 202610512.5B
Mar 6, 202637849.8B
Mar 7, 202637051.9B
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Mar 10, 202648680.1B
Mar 11, 202649791.6B
Mar 12, 202650890.5B
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Mar 14, 202636263.1B
Mar 15, 202636978.4B
Mar 16, 202647350.7B
Mar 17, 202647963.2B
Mar 18, 202649078.9B
Mar 19, 202650987.7B
Mar 20, 2026499100.4B
Mar 21, 202638997.2B
Mar 22, 2026385142B
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Mar 24, 2026532116B
Mar 25, 202653291.2B
Mar 26, 2026550117.6B
Mar 27, 2026547119.3B
Mar 28, 2026437112.4B
Mar 29, 2026451108.7B
Mar 30, 2026587102.6B
Mar 31, 2026610125.5B
Apr 1, 2026606110.5B
Apr 2, 2026590114.6B
Apr 3, 2026574148.5B
Apr 4, 2026451111.4B
Apr 5, 2026449170.9B
Apr 6, 2026523166.1B
Apr 7, 2026584474.4B
Apr 8, 2026635200B
Apr 9, 2026633184.3B
Apr 10, 2026620296.9B
Apr 11, 2026478193.3B
Apr 12, 2026496120.2B
Apr 13, 2026653227.8B
Apr 14, 2026663243B
Apr 15, 2026642154.8B
Apr 16, 2026655163B
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Apr 18, 202648871.4B
Apr 19, 202648468.8B
Apr 20, 2026636119B
Apr 21, 2026648118.1B
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Apr 24, 202654133.9B
Apr 25, 202626813.5B
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Apr 27, 202632314.9B
Apr 28, 202629614.4B
Apr 29, 202628611.6B
Apr 30, 20262399.4B
May 1, 20261876.3B
May 2, 20261635.3B
May 3, 20261605.3B
May 4, 20261986.7B
May 5, 20261726.1B
May 6, 20262137.1B
May 7, 20261997.2B
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May 10, 20261375.9B
May 11, 20261787.4B
May 12, 202618812B
May 13, 202617511.8B
May 14, 202616911.9B
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May 24, 2026887.9B
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May 28, 20261303.2B
May 29, 20261034.5B
May 30, 2026802.6B
May 31, 2026856.1B
Jun 1, 20261214B
Jun 2, 20261283.8B
Jun 3, 20261203.3B
Jun 4, 202613211.5B
Jun 5, 20261253.4B
Jun 6, 2026912.7B
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Jun 11, 20261094B
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Jun 13, 2026631.4B
Jun 14, 2026653.2B
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Jun 25, 2026892.2B
Jun 26, 2026814B
Jun 27, 2026525.9B
Jun 28, 2026524.2B
Jun 29, 2026894.2B
Jun 30, 2026874.1B
Jul 1, 2026812.8B
Jul 2, 2026783.4B
Jul 3, 2026773.9B
Jul 4, 2026662.8B
Jul 5, 2026553.8B
Jul 6, 2026863.4B
Jul 7, 2026743.3B
Jul 8, 2026863.8B
Jul 9, 2026822.2B
Jul 10, 2026671.1B
Jul 11, 202641853.2M
Jul 12, 2026291.3B
Jul 13, 2026621.1B
Jul 14, 202642906.6M
Jul 15, 2026491.6B
Jul 16, 2026421.7B
Jul 17, 2026421.8B
Jul 18, 2026311.6B
Jul 19, 2026271.3B
Jul 20, 202646750.7M
Jul 21, 202636528M
Jul 22, 202635762.5M
Jul 23, 2026371.2B
Jul 24, 202635771.9M
Jul 25, 202622829.6M
Jul 26, 202617662.2M
Jul 27, 202629904.7M
Jul 28, 202629446.3M
Jul 29, 2026231.2B
Jul 30, 202629926.7M
Jul 31, 202620847.9M
Aug 1, 202616684.5M
Aug 2, 202620871.2M
Aug 3, 2026251.6B
Aug 4, 202623597.2M
Aug 5, 202619951.7M
Aug 6, 202625963M
Aug 7, 202616421.2M
Aug 8, 2026151.1B
Aug 9, 202610972.6M
Aug 10, 202617457.5M
Aug 11, 202613730.5M
Aug 12, 202621413.3M
Aug 13, 202622709.8M
Aug 14, 202625801.5M
Aug 15, 202621294.5M
Aug 16, 202617989.9M
Aug 17, 202618759.3M
Aug 18, 202619307.6M
Aug 19, 202620620.4M
Aug 20, 202623840.4M
Aug 21, 202615416.4M
Aug 22, 202613808.2M
Aug 23, 202671B
Aug 24, 202621617.7M
Aug 25, 202618868.1M
Aug 26, 2026131.2B
Aug 27, 202620378.6M
Aug 28, 202620573.1M
Aug 29, 202616115.1M
Aug 30, 202620962.3M
Aug 31, 202633997.3M
Sep 1, 202622341M
Sep 2, 202618256.5M
Sep 3, 202616367.9M
Sep 4, 202623538M
Sep 5, 2026848.2M
Sep 6, 202600
Sep 7, 202629M
Sep 8, 2026411.4M
Sep 9, 2026289.1K
Sep 10, 202623.3M
Sep 11, 2026189.3K
Sep 12, 2026159K
Sep 13, 202621.2M
Sep 14, 2026253.4M
Sep 15, 202621.3M
Sep 16, 202622.8M
Sep 17, 2026413.1M
Sep 18, 2026175.5K
Sep 19, 2026310.8M
Sep 20, 20261979K
Sep 21, 202622.5M
Sep 22, 202632.4M
Sep 23, 202641.8M
Sep 24, 2026110.1K
Sep 25, 202600
Sep 26, 202600
Sep 27, 202600
Sep 28, 202600
Sep 29, 202600
Sep 30, 202600
Oct 1, 20261138K
Oct 2, 2026110.8K
Oct 3, 202600
Oct 4, 202600
Oct 5, 202600
Oct 6, 202600
Oct 7, 202600
Oct 8, 202614.3K
Oct 9, 202600
Oct 10, 202600
Oct 11, 202600
Oct 12, 202600
Oct 13, 202600
Oct 14, 202600
Oct 15, 202600
Oct 16, 202600
Oct 17, 20261178K
Oct 18, 202600
Oct 19, 202600
Oct 20, 202600
Oct 21, 202600
Oct 22, 202600
Oct 23, 202600
Oct 24, 202600
Oct 25, 202600
Oct 26, 202600
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Oct 31, 202600
Nov 1, 202600
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Nov 6, 202600
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Nov 12, 202600

Token mix

How the 6.8T tokens split. Cache reads are usually most of an agent's tokens and are priced far below input.

  • Input8.4%
  • Output0.5%
  • Cache read91%
  • Cache write<0.1%
  • Reasoning0.1%

Agents that carry GPT-5.4

Each agent's share of this model's tokens, and how many accounts used the model through it.

  1. Codex CLI88% of this model's tokens1,357active users
  2. OpenCode6.0% of this model's tokens487active users
  3. OpenClaw2.2% of this model's tokens133active users
  4. Claude Code1.8% of this model's tokens65active users
  5. Pi1.0% of this model's tokens121active users
  6. Hermes Agent0.7% of this model's tokens149active users
  7. Gajae Code0.1% of this model's tokens20active users
  8. Oh My Pi<0.1% of this model's tokens21active users
  9. Copilot<0.1% of this model's tokens36active users
  10. Roo Code<0.1% of this model's tokens2active users
  11. Kilo<0.1% of this model's tokens9active users
  12. Synthetic<0.1% of this model's tokens1active users
  13. Senpi (OmO Native)<0.1% of this model's tokens6active users
  14. Junie<0.1% of this model's tokens3active users
  15. MiMo Code<0.1% of this model's tokens5active users
  16. Aside<0.1% of this model's tokens6active users
  17. Zed Agent<0.1% of this model's tokens13active users
  18. Prime Agent<0.1% of this model's tokens2active users
  19. Cline<0.1% of this model's tokens5active users
  20. CodeBuddy<0.1% of this model's tokens3active users
  21. Grok Build<0.1% of this model's tokens1active users
  22. Jcode<0.1% of this model's tokens1active users
  23. Cursor<0.1% of this model's tokens1active users
  24. Goose<0.1% of this model's tokens2active users

Benchmarks

The best result for GPT-5.4 in each benchmark Tokscale tracks. Each benchmark has its own unit, run conditions and source, so compare a score only with other models on the same benchmark. Rank is among the models Tokscale matched in that benchmark. Agent rows also show Tokscale usage through that agent, side by side with the score. Usage does not explain the score.

All benchmarks
  • Epoch Capabilities IndexOverall · Epoch AI
    157.8
    Rank #27 of 158 matched modelsNo conditions reportedModel released Mar 5, 2026Source: epoch.ai (opens in a new tab)
  • DeepSWEAgentic coding · Datacurve, collected by Epoch AI
    51.8%
    Rank #20 of 26 matched modelsXHigh · mini-swe-agentModel released Mar 5, 2026Source: deepswe.datacurve.ai (opens in a new tab)
  • WebDev ArenaWeb development · LMArena
    1,464
    Rank #60 of 110 matched modelsHigh · CodexPublished Oct 19, 2026Source: huggingface.co (opens in a new tab)

    Tokscale usage: Codex CLI carried 88% of GPT-5.4 tokens across all time (1,357 active users).

    Show 2 more results with other run conditionsHide the other results
    • Listed as GPT-5.4 (Medium, Codex Harness)
      1,444
      Medium · CodexPublished Oct 19, 2026Source: huggingface.co (opens in a new tab)
    • Listed as GPT-5.4
      1,401
      No conditions reportedPublished Oct 19, 2026Source: huggingface.co (opens in a new tab)
  • Agent ArenaAgents · LMArena
    +0.01
    Rank #27 of 48 matched modelsHigh · Arena Agent ModePublished Oct 19, 2026Source: huggingface.co (opens in a new tab)
  • GPQA DiamondReasoning · Epoch AI
    93.3%
    Rank #22 of 160 matched modelsXHighRun date Mar 6, 2026Source: epoch.ai (opens in a new tab)

    Near its ceiling: the top score is 96.5%, and Epoch AI estimates the reachable maximum at 97%. Differences between top models are small.

    Show 4 more results with other run conditionsHide the other results
    • Listed as gpt-5.4-2026-03-05_high
      89.9%
      HighRun date Jul 15, 2026Source: epoch.ai (opens in a new tab)
    • Listed as gpt-5.4-2026-03-05_medium
      88.9%
      MediumRun date Jul 15, 2026Source: epoch.ai (opens in a new tab)
    • Listed as gpt-5.4-2026-03-05_low
      84.8%
      LowRun date Jul 15, 2026Source: epoch.ai (opens in a new tab)
    • Listed as gpt-5.4-2026-03-05_none
      74.7%
      No reasoningRun date Jul 15, 2026Source: epoch.ai (opens in a new tab)
  • Humanity's Last ExamReasoning · Center for AI Safety and Scale AI, collected by Epoch AI
    36.2%
    Rank #8 of 40 matched modelsXHighModel released Mar 5, 2026Source: lastexam.ai (opens in a new tab)
  • FrontierMath Tiers 1–3 (v2)Reasoning · Epoch AI
    78.6%
    Rank #22 of 90 matched modelsXHighRun date Jun 11, 2026Source: epoch.ai (opens in a new tab)

    Near its ceiling: the top score is 95.1%, and Epoch AI estimates the reachable maximum at 95%. Differences between top models are small.

  • SimpleQA VerifiedKnowledge · Epoch AI
    45.1%
    Rank #44 of 86 matched modelsXHighRun date Aug 27, 2026Source: epoch.ai (opens in a new tab)
  • SWE-bench VerifiedHistory · Epoch AI
    76.9%
    Rank #8 of 32 matched modelsHighRun date Mar 6, 2026Source: epoch.ai (opens in a new tab)

    History only. Newer agentic coding benchmarks are on the main board.

Not evaluated: Terminal-Bench 4.1, CursorBench, FrontierSWE. A missing result is not a score of zero.

Pricing

List prices from models.dev in US dollars per 1M tokens, retrieved Nov 12, 2026. OpenAI is the lab's own API and the reference price for the estimates below.

Price at real agent usageEstimate at list prices

What 1M tokens cost at the reference list price when they split into input, output and cache the way Tokscale users' agents used them. It is not what anyone paid.

At this model's mix
$0.53
Est. per 1M tokens
91% cache reads
At the community mix
$0.48
Est. per 1M tokens
93% cache reads
3:1 input/output blend
$5.63
Per 1M tokens at list prices
No cache

Cache reads were 91% of GPT-5.4 tokens across all time and 93% of all tokens. The 3:1 blend, (3 × input + output) ÷ 4, is the usual comparison and ignores cache.

Assumptions

  • OpenAI list prices per 1M tokens: input $2.50, output $15, cache read $0.25.
  • This model's mix is its own input, output, cache and reasoning tokens across all time.
  • The community mix is the tokens of every identified model across all time.
  • This is an estimate at list prices, not what anyone paid.
  • Reasoning tokens are priced as output.
  • Long-context tiers, batch pricing and discounts are not applied.
  • Token mixes come from public Tokscale submissions. Hidden accounts are excluded.
  • No cache-write price is listed, so cache writes are priced as input.

List prices by provider

  • OpenAIReferencegpt-5.4
    $2.50 input per 1M tokens$15 output per 1M tokens$0.25 cache read per 1M tokensCache write not listed1.05M tokens of context
  • Amazon Bedrockopenai.gpt-5.4
    $2.75 input per 1M tokens$16.50 output per 1M tokens$0.28 cache read per 1M tokensCache write not listed1M tokens of context
  • Azuregpt-5.4
    $2.50 input per 1M tokens$15 output per 1M tokens$0.25 cache read per 1M tokensCache write not listed1.05M tokens of context
  • OpenRouteropenai/gpt-5.4
    $2.50 input per 1M tokens$15 output per 1M tokens$0.25 cache read per 1M tokensCache write not listed1.05M tokens of context
  • Vercel AI Gatewayopenai/gpt-5.4
    $2.50 input per 1M tokens$15 output per 1M tokens$0.25 cache read per 1M tokensCache write not listed1.05M tokens of context

Specs

From models.dev (MIT), retrieved Nov 12, 2026, as the lab or the first listed provider reports them. A dash means models.dev does not list the value.

Context window
1.05M tokens
Max output
128K tokens
Input
Text, Image, PDF
Output
Text
Knowledge cutoff
Aug 31, 2025
Release date
Mar 5, 2026
Open weights
No
Reasoning
Yes
Tool calling
Yes

Top public profiles

Public profiles that used GPT-5.4 most in this period, by tokens. Hidden accounts are never listed.

  1. 1Ivan Golovach@IvGolovach421.3Btokens$158.5Kest. cost51active days$158.5K est. cost · 51 active days
  2. 2Feng GAO@gaofeng21cn368.2Btokens$166.9Kest. cost95active days$166.9K est. cost · 95 active days
  3. 3AdEx-Partners-DE@AdEx-Partners-DE296.3Btokens$137.8Kest. cost53active days$137.8K est. cost · 53 active days
  4. 4aisubscriptionshare-debug@aisubscriptionshare-debug239.7Btokens$103.7Kest. cost50active days$103.7K est. cost · 50 active days
  5. 5Max Ghenis@MaxGhenis225.7Btokens$100.4Kest. cost45active days$100.4K est. cost · 45 active days
  6. 6hayden@haydenkwak191.3Btokens$79.6Kest. cost67active days$79.6K est. cost · 67 active days
  7. 7Sylvain Tissier@SylTi190.8Btokens$72Kest. cost53active days$72K est. cost · 53 active days
  8. 8pln-artemis@pln-artemis182.2Btokens$92.1Kest. cost35active days$92.1K est. cost · 35 active days
  9. 9Dequan Wang@DequanWang158.1Btokens$92.1Kest. cost42active days$92.1K est. cost · 42 active days
  10. 10Juhwa Lee@Juhwa-Lee1023138.2Btokens$58.5Kest. cost52active days$58.5K est. cost · 52 active days

More from OpenAI

Other OpenAI models in the same period, by active users.

  1. GPT-5.565% adoption1,585active users
  2. GPT-5.3 Codex54% adoption1,334active users
  3. GPT-5.6 Sol51% adoption1,260active users
  4. GPT-5.6 Terra45% adoption1,105active users
  5. GPT-5.6 Luna44% adoption1,078active users
  6. GPT-5.4 Mini42% adoption1,039active users
All models

Sources and attribution

Each score keeps its own source, unit and run conditions. Tokscale does not combine benchmarks into one score, and a missing score means the model was not evaluated, not that it scored zero.

  • Epoch AIEpoch Capabilities Index, Epoch's own runs and the external results it collects.CC BY 4.0 · Retrieved Nov 12, 2026 · Data through Nov 9, 2026Epoch AI, ‘Capabilities & benchmarking’. Published online at epoch.ai. Retrieved from https://epoch.ai/benchmarks.
  • LMArenaWebDev Arena and Agent Arena leaderboards.CC BY 4.0 · Retrieved Oct 21, 2026 · Data through Oct 19, 2026LMArena leaderboard dataset (lmarena-ai/leaderboard-dataset), Hugging Face.
  • models.devSpecs and list prices per provider.MIT · Retrieved Nov 12, 2026models.dev, an open catalog of AI models (github.com/anomalyco/models.dev).
  • TokscaleActive users, tokens and token mix from public Tokscale submissions. Hidden accounts are excluded.How we count